Title :
An OLAP-Enabled Software Environment for Modeling Patient Flow
Author :
Vasilakis, C. ; El-Darzi, E. ; Chountas, P.
Author_Institution :
Harrow Sch. of Comput. Sci., Westminster Univ., Harrow
Abstract :
On-line analytical processing (OLAP) tools use multidimensional views to provide quick access to information. They have become the de facto standard in the business world for analytical databases. In health care, care givers and managers could benefit from being able to perform interactive data exploration, ad-hoc analysis and possibly discover hidden trends and patterns in health data. However, health data have unique characteristics that distinguish them from common business examples, an aspect that makes the direct adaptation of the already established business oriented solutions difficult. In this paper, we report the development of an OLAP system for analyzing hospital discharge data and for modeling hospital length of stay
Keywords :
data mining; health care; medical administrative data processing; OLAP-enabled software environment; health care; hospital discharge data; hospital length of stay; online analytical processing; patient flow modeling; Aging; Business; Data analysis; Decision support systems; Hospitals; Intelligent systems; Medical services; Multidimensional systems; Resource management; Software tools; On-line analytical processing (OLAP); health systems; patient flow;
Conference_Titel :
Intelligent Systems, 2006 3rd International IEEE Conference on
Conference_Location :
London
Print_ISBN :
1-4244-0195-X
DOI :
10.1109/IS.2006.348428